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ResearchFormerly WizWand

New Intent Discovery on CLINC

96.87NMINILC
64.817273.138681.4689.7814Nov 8, 2025
Updated 5mo ago

Evaluation results

MethodLinks
NILCLearning Setting=Semi-Supervised2025.1196.8788.2591.87
USNIDLearning Setting=Semi-Supervised2025.1196.4686.4990.2
LANIDLearning Setting=Semi-Supervised2025.1196.0885.2589.81
IntentGPTLearning Setting=Semi-Supervised2025.1196.0684.7688.76
MTP-CLNNLearning Setting=Semi-Supervised2025.1195.4484.2389.3
SDCLearning Setting=Semi-Supervised2025.1195.3383.8589.32
LatentEMLearning Setting=Semi-Supervised2025.1194.8682.488.4
DeepAlignedLearning Setting=Semi-Supervised2025.1193.8979.7586.49
NILCLearning Setting=Unsupervised2025.1191.5871.5378.36
USNIDLearning Setting=Unsupervised2025.1191.4570.0277.06
DTCLearning Setting=Semi-Supervised2025.1189.4367.2677.61
GCDLearning Setting=Semi-Supervised2025.1188.9965.5876.42
MCLLearning Setting=Semi-Supervised2025.1187.3861.4870.39
KCLLearning Setting=Semi-Supervised2025.1186.158.8669.22
CDAC+Learning Setting=Semi-Supervised2025.1185.9355.8168.01
SCCLLearning Setting=Unsupervised2025.1179.1438.1249.96
DCNLearning Setting=Unsupervised2025.1175.1532.249.23
DECLearning Setting=Unsupervised2025.1175.1432.2249.24
SAELearning Setting=Unsupervised2025.1174.0732.0647.8
CCLearning Setting=Unsupervised2025.1166.0518.3433.09